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Describing Gender Equality in French Audiovisual Streams with a Deep Learning Approach Cover

Describing Gender Equality in French Audiovisual Streams with a Deep Learning Approach

Open Access
|Dec 2018

Figures & Tables

Figure 1

Interactive display of automatic speech segmentation output. First layer is the raw audio signal, second layer is the time-frequency representation of the signal. Last layer is the automatic prediction of the proposed speech segmenter in Music, Male and Female excerpts.

Figure 2

Hourly speaking time obtained with our proposed gender equality monitor

Video 1

Brigitte Lecordier: the French voice of several famous male characters: Son Goku, Kevin Arnold (The Wonder Years), Oui Oui, Le Petit Nicolas, Booba…

Table 1

National radio channels selection used in the current study

NameAvailable sinceStatusContent
Chérie FM2002Category C, DMusic
Europe 12001Category EGeneralist
France Bleu2001PublicGeneralist
France Culture2001PublicThematic
France Info2001PublicThematic
France Inter2001PublicGeneralist
France Musique2001PublicThematic
Fun Radio2001Category C, DMusic
MOUV2012PublicMusic
Nostalgie2001Category C, DMusic
NRJ2002Category C, DMusic
Radio Classique2009Category DThematic
Radio France Internationale2001PublicThematic
RFM2002Category C, DMusic
Rire et Chansons2009Category C, DMusic
RMC2001Category EGeneralist
RTL 22002Category C, DMusic
RTL2001Category EGeneralist
Skyrock2001Category C, DMusic
Sud Radio2012Category B, EGeneralist (*)
Virgin Radio2008Category C, DMusic
Table 2

TV channels selection used in the current study

NameStatusAvailable sinceContent
ArtePublic2010French-German channel promoting culture and arts
BFM TVPrivate2010National news
Canal+Private2010Generalist with focus on movies and sports
Chérie 25Private2013Generalist aimed at a female audience
C8Private2013Generalist (Formerly D8 until September 5, 2016).
L’Équipe TVPrivate2013Sports
EurosportPrivate2010Sports
France 24Public2011International news broadcasted in 4 languages and 180 countries
France 2Public2010Generalist. Second most watched channel in France
France 3Public2010Generalist with regional and national programs: 24 regional editions et 44 local editions
France 5Public2010Generalist with focus on educational and documentary
France ÔPublic2010Generalist with focus on overseas France
HistoirePrivate2011History
CNewsPrivate2010National news (Formerly I-Télé until February 27, 2017)
La Chaîne InfoPrivate2010National news
LCP/Public SénatPublic2010Politics (French National Assembly and Senate) and news
M6Private2010Generalist. Third most watched channel in France
NRJ 12Private2010Generalist with focus on entertainments
TévaPrivate2011Generalist aimed at female and familial audience
TF1Private2010Généralist. Most watched channel in France and Europe
TMCPrivate2010Generalist
W9Private2010Generalist with focus on music and entertainments
Figure 3

Mean Women and Men speech-time from 2010 to 2018

Figure 4

Speech percentage and women speaking time percentage observed in TV-channels from 2010 to 2018. Click here for the dynamic version of this figure.

Figure 5

Speech percentage and women speaking time percentage observed in radio stations from 2010 to 2018. Click here for the dynamic version of this figure.

Figure 6

Women speaking time evolution on Radio from 2001 to 2017. Click here for the dynamic version of this figure.

Figure 7

Women speaking time evolution on TV from 2010 to 2018. Click here for the dynamic version of this figure.

Figure 8

Speech time percentage (100 - Music time percentage) variations in musical radio stations from 5 AM to midnight. Click here for the dynamic version of this figure.

Figure 9

Women speaking time variations on TV from 10 AM to midnight. Click here for the dynamic version of this figure.

Figure 10

Women speaking time variations on TV from 5 AM to midnight. Click here for the dynamic version of this figure.

Figure 11

Regional edition of 19/20 newscast screenshot, containing a banner displaying 19/20 followed by the name of the considered region or locality.

Figure 12

Women speech-time percentage in 19/20 regional news, broadcasted by France 3 in 2016. Click here for the dynamic version of this figure.

Figure 13

Percentage of female presenters in regional TV news. Click here for the dynamic version of this figure.

Language: English
Page range: 103 - 122
Published on: Dec 31, 2018
Published by: Sound & Vision
In partnership with: Paradigm Publishing Services

© 2018 David Doukhan, Géraldine Poels, Zohra Rezgui, Jean Carrive, published by Sound & Vision
This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 License.